Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9528754 0.9283199 0.9969767 0.9729810
bt 0.9233227 0.9657814 0.9787303 0.8779872
maxnet 0.6597444 0.9750812 0.7811874 0.4295893
gam NA 0.8494215 NA NA
glm NA 0.7063438 NA NA

Variable Importance